Tile-based microscopic image processing for malaria screening using a deep learning approach

BMC Medical Imaging

Table 1 Description of publicly available datasets used in this study

	Training	Validation	Testing	Total
Model development dataset [7]
Number of patients	96	24	30	150
Number of images	1140	266	374	1780
Number of parasites	49,520	11,174	22,783	83,477
External dataset 1 [10]
Number of images	958	106	118	1182
Number of parasites	6214	694	719	7628
External dataset 2 [29]
Number of images	664	166	100	930
Number of parasites	7734	470	1035	9239
External dataset 3 [20]
Number of images	–	–	–	1141

ISSN: 1471-2342